PSO algorithm will get struck at local optimal solution easily and exist premature convergence.TS algorithm has good hill-climbing ability.It can escape from the local optimal solution and turn to other solution space.A hybrid PSO algorithm based on TS is proposed.The experimental results of two test functions have shown that the TS-PSO has faster convergence velocity and better globe optimal solution.